Title :
Cyber-physical architecture for modeling and enhanced operations of connected-vehicle systems
Author :
Petnga, Leonard ; Austin, Mark
Author_Institution :
Dept. of Civil & Environ. Eng., Univ. of Maryland, College Park, MD, USA
Abstract :
This paper describes a cyber-physical architecture for behavior modeling and formal evaluation of safety properties in connected-vehicle systems. An ontology-based framework provides the description logic (DL) semantics and reasoning support needed for decision making. Safety properties are modeled as hard constraints, with their fulfillment determined through the synthesis and realization of predefined pathways on decision trees. To exercise the methodology, we consider the problem of ensuring system-level safety for a family of autonomous intelligent automobiles approaching a yellow traffic light.
Keywords :
automobiles; automotive engineering; decision making; decision trees; embedded systems; formal logic; inference mechanisms; intelligent transportation systems; mobile robots; ontologies (artificial intelligence); remotely operated vehicles; road safety; road traffic; DL semantics; autonomous intelligent automobiles; behavior modeling; connected vehicle system; cyber-physical architecture; decision making; decision trees; description logic semantics; formal evaluation; hard constraints; ontology; reasoning; system level safety property evaluation; yellow traffic light; Cognition; Computational modeling; Computer architecture; Decision trees; Safety; Semantics; Vehicles;
Conference_Titel :
Connected Vehicles and Expo (ICCVE), 2013 International Conference on
Conference_Location :
Las Vegas, NV
DOI :
10.1109/ICCVE.2013.6799819